diff --git a/noxfile.py b/noxfile.py
index 44afb33..e083aa7 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -1,9 +1,24 @@
-"""Configure nox as the task runner."""
+"""Configure nox as the task runner.
+
+Nox provides the following tasks:
+
+- "fix-branch-references": adjusts links with git branch references in
+  various files (e.g., Mardown or notebooks)
+
+"""
+
+import contextlib
+import glob
+import os
+import re
+import shutil
+import subprocess
+import tempfile
 
 import nox
 
 
-PYTHON = "3.8"
+REPOSITORY = "webartifex/intro-to-python"
 
 # Use a unified .cache/ folder for all develop tools.
 nox.options.envdir = ".cache/nox"
@@ -11,3 +26,103 @@ nox.options.envdir = ".cache/nox"
 # All tools except git and poetry are project dependencies.
 # Avoid accidental successes if the environment is not set up properly.
 nox.options.error_on_external_run = True
+
+
+@nox.session(name="fix-branch-references", venv_backend="none")
+def fix_branch_references(_session):
+    """Change git branch references.
+
+    Intended to be run as a pre-commit hook.
+
+    Many files in the project (e.g., README.md) contain links to resources on
+    github.com, nbviewer.jupyter.org, or mybinder.org that contain git branch
+    labels.
+
+    This task rewrites branch labels into either "main" or "develop".
+    """
+    # Glob patterns that expand into the files whose links are re-written.
+    paths = ["*.md", "**/*.ipynb"]
+
+    branch = (
+        subprocess.check_output(
+            ("git", "rev-parse", "--abbrev-ref", "HEAD"),
+        )
+        .decode()
+        .strip()
+    )
+    # If the current branch is only temporary and will be merged into "main", ...
+    if branch.startswith("release-") or branch.startswith("hotfix-"):
+        branch = "main"
+    # If the branch is not "main", we assume it is a feature branch.
+    elif branch != "main":
+        branch = "develop"
+
+    rewrites = [
+        {
+            "name": "github",
+            "pattern": re.compile(
+                fr"((((http)|(https))://github\.com/{REPOSITORY}/((blob)|(tree))/)([\w-]+)/)"
+            ),
+            "replacement": fr"\2{branch}/",
+        },
+        {
+            "name": "nbviewer",
+            "pattern": re.compile(
+                fr"((((http)|(https))://nbviewer\.jupyter\.org/github/{REPOSITORY}/((blob)|(tree))/)([\w-]+)/)",
+            ),
+            "replacement": fr"\2{branch}/",
+        },
+        {
+            "name": "mybinder",
+            "pattern": re.compile(
+                fr"((((http)|(https))://mybinder\.org/v2/gh/{REPOSITORY}/)([\w-]+)\?)",
+            ),
+            "replacement": fr"\2{branch}?",
+        },
+    ]
+
+    for expanded in _expand(*paths):
+        with _line_by_line_replace(expanded) as (old_file, new_file):
+            for line in old_file:
+                for rewrite in rewrites:
+                    line = re.sub(rewrite["pattern"], rewrite["replacement"], line)
+                new_file.write(line)
+
+
+def _expand(*patterns):
+    """Expand glob patterns into paths.
+
+    Args:
+        *patterns: the patterns to be expanded
+
+    Yields:
+        path: a single expanded path
+    """
+    for pattern in patterns:
+        yield from glob.glob(pattern.strip())
+
+
+@contextlib.contextmanager
+def _line_by_line_replace(path):
+    """Replace/change the lines in a file one by one.
+
+    This generator function yields two file handles, one to the current file
+    (i.e., `old_file`) and one to its replacement (i.e., `new_file`).
+
+    Usage: loop over the lines in `old_file` and write the files to be kept
+    to `new_file`. Files not written to `new_file` are removed!
+
+    Args:
+        path: the file whose lines are to be replaced
+
+    Yields:
+        old_file, new_file: handles to a file and its replacement
+    """
+    file_handle, new_file_path = tempfile.mkstemp()
+    with os.fdopen(file_handle, "w") as new_file:
+        with open(path) as old_file:
+            yield old_file, new_file
+
+    shutil.copymode(path, new_file_path)
+    os.remove(path)
+    shutil.move(new_file_path, path)